Title :
Dynamic registration for augmented reality in telerobotics applications
Author :
Hervé, Jean-Yves ; Duchesne, Claude ; Pradines, Véronique
Author_Institution :
Groupe de Recherche en Perception et Robotique, Ecole Polytech. de Montreal, Que., Canada
Abstract :
The paper presents a solution to the dynamic registration problem in augmented reality for telerobotics applications. The objective is to align the virtual camera used to render a 3D graphical replica of a robot manipulator with the real camera, providing images from the work site. We proceed in two steps: first, a static registration process requiring the intervention of the operator; next, a dynamic registration process that continuously and automatically updates the registration data. Our dynamic algorithm relies on feature tracking and an extended Kalman filter for state estimation. We present experimental results for the dynamic registration algorithm and discuss possible extensions and improvements of the method
Keywords :
Kalman filters; augmented reality; feature extraction; manipulators; rendering (computer graphics); state estimation; telerobotics; user interfaces; 3D graphical replica; augmented reality; dynamic algorithm; dynamic registration problem; dynamic registration process; extended Kalman filter; feature tracking; real camera; registration data; rendering; robot manipulator; state estimation; static registration process; telerobotics applications; virtual camera; work site images; Augmented reality; Calibration; Cameras; Humans; Intelligent robots; Layout; Rendering (computer graphics); Robot vision systems; Robotics and automation; Telerobotics;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.886041